HPE: How AI Is Accelerating Nuclear Reactor Design

Name: HPE: How AI Is Accelerating Nuclear Reactor Design
Uploaded: 2026-10-02T07:37:22-04:00
Duration: 2 min 13 s
Description: Atomic Canyon is a Generative AI company using supercomputing resources at ORNL to unlock the real potential of nuclear power, speeding up reactor design and approvals, and safely pushing through regulatory bottlenecks to meet the power needs of today ...

Hewlett Packard Enterprise

10/02/2026

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Transcript

power plant, I quickly realized through a little bit of research that everything I thought I knew about nuclear was totally wrong. Not only is it safe, not only is it a great economic driver for our community, on top of that, it is a phenomenal source of clean energy. Atomic Canyon is a generative AI company in the nuclear power space. Our goal is to help unlock the real potential of nuclear power. This is an incredible technology. However, our company would not be here without Oak Ridge National Laboratory and without access to a supercomputer. There is a lot of renewed interest in building new reactors, designing new reactors. Artificial intelligence is going to be playing a role in all of that. AI can help license new reactors faster, it can help design reactors faster, it can help get them approved through the NRC faster. What we had to do was teach artificial intelligence how to understand nuclear, how to speak nuclear language and that's when we ran into Oak Ridge and we met the Oak Ridge team and they have a really special combination of PhDs in nuclear and one of the fastest, most powerful supercomputers on the planet to help license the next generation of reactors and help build those throughout the world and that's what we're really excited about. We really view it as nuclear needs to help AI and AI needs to help nuclear and it's a symbiotic relationship for us, the United States, to remain at the forefront of research and development, creating the best, most powerful AI models for the benefit of our society and also from a geopolitical standpoint, we need to win this race. You need industry-specific, highly reliable, enterprise-grade, secure applications of artificial intelligence and you're just not going to get that off the shelf. AI is a phenomenal tool to help streamline processes and help us design, build, operate nuclear power plants more effectively. We have nuclear energy and artificial intelligence and when those come together, there is the tremendous power to create good for the world.

TL;DR

Atomic Canyon uses generative AI trained on nuclear-specific language to accelerate reactor licensing, design, and NRC regulatory approvals.
The company depends on Oak Ridge National Laboratory's supercomputing infrastructure and nuclear PhD expertise to build domain-specific AI models.
The speaker frames nuclear and AI as mutually dependent: nuclear powers AI infrastructure, while AI speeds nuclear development and deployment.

Summary

This short customer spotlight features Atomic Canyon, a generative AI company operating at the intersection of artificial intelligence and nuclear energy. A founder recounts how relocating near a nuclear power plant challenged long-held misconceptions about nuclear safety and economics, ultimately inspiring the company's mission to unlock nuclear power's full potential. Atomic Canyon leverages supercomputing resources at Oak Ridge National Laboratory (ORNL) — one of the fastest supercomputers on the planet — combined with a team of nuclear PhDs to train AI models that understand nuclear-specific language and regulatory frameworks. The company argues that AI can meaningfully compress timelines for reactor licensing, design, and NRC approval processes, addressing a critical bottleneck in expanding nuclear capacity. The speaker frames the relationship between nuclear and AI as symbiotic: nuclear provides the clean, reliable energy AI infrastructure demands, while AI accelerates nuclear's development and deployment. A geopolitical dimension is also raised, with the argument that U.S. leadership in both nuclear and AI is essential to maintaining global competitive advantage. The video closes with a call for industry-specific, enterprise-grade AI applications — positioning off-the-shelf tools as insufficient for the rigorous demands of nuclear operations.

Chapters

0:00 - Nuclear Misconceptions Challenged
0:19 - Atomic Canyon's Mission
0:36 - AI Accelerating Reactor Licensing
1:17 - Nuclear-AI Symbiosis & Geopolitics

Key Quotes

0:19 "Atomic Canyon is a generative AI company in the nuclear power space. Our goal is to help unlock the real potential of nuclear power."
0:45 "AI can help license new reactors faster, it can help design reactors faster, it can help get them approved through the NRC faster."
1:17 "We really view it as nuclear needs to help AI and AI needs to help nuclear and it's a symbiotic relationship."
1:39 "You need industry-specific, highly reliable, enterprise-grade, secure applications of artificial intelligence and you're just not going to get that off the shelf."

FAQ

What does Atomic Canyon actually do with AI in the nuclear space?

Atomic Canyon trains generative AI models to understand nuclear-specific language and regulatory frameworks, enabling faster reactor design, licensing, and NRC approval processes.

Why does Atomic Canyon need a supercomputer rather than standard cloud AI tools?

The company requires the computational scale and domain expertise available at Oak Ridge National Laboratory to build reliable, enterprise-grade AI models suited to the rigorous demands of nuclear energy — capabilities not available off the shelf.

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